Bibliographic record
Abstract
Criodrilidae Vejdovský, 1884 The Palearctic family Criodrilidae includes mainly aquatic species in a single genus, Criodrilus with two valid species, C. lacuum from Europe, and C. ghianae Qiu & Bouché, from Mediterranean Algeria. The former species, may be among the longest living of earthworms, known to achieve 46 years of age when kept in aquaria (Timm 2020). The species is widely distributed in Europe and common all around the Mediterranean, with its northernmost distribution in Latvia (Smiljkov et al. 2005; Blakemore 2008b; Atanacković et al. 2013; Valchovski 2013; Mısırlıoğlu 2017; Timm 2020). Outside its native range, C. lacuum has only been reported from potted plants in Baltimore (USA) (McKey-Fender & MacNab 1953). Previous reports of this species from Brazil (Knäpper 1976; Knäpper & Porto 1979) actually refer to G. camaqua, a species of Almidae (see above, and Ferreira et al. 2023).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.004 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".